Various aspects of the disclosed technology relate to pixel-based thermal conductivity determination. A pixelized representation is created for a conductor layer of a printed circuit board. The pixelized representation is analyzed to identify conductor paths in a direction. Based on the conductor paths, the conductor pixels separated into net pixels and isolated pixels. An effective thermal conductivity property value in the direction is then computed for a section or a whole of the conductor layer based on the number of the isolated pixels, the number of the net pixels and the number of total pixels in the section or the whole of the conductor layer.
Legal claims defining the scope of protection, as filed with the USPTO.
1. A method, executed by at least one processor of a computer, comprising: receiving data of a printed circuit board; creating a pixelized representation for a conductor layer of the printed circuit board based on the data of a printed circuit board, the pixelized representation having two types of pixels: conductor pixels and dielectric pixels; analyzing the pixelized representation to identify conductor paths in a direction, the conductor paths being formed by some or all of the conductor pixels; analyzing the pixelized representation to separate the conductor pixels into net pixels and isolated pixels, the net pixels being pixels on at least one of the conductor paths, and the isolated pixels being pixels on none of the conductor paths; computing an effective thermal conductivity property value in the direction for a section or a whole of the conductor layer based on a number of the isolated pixels, a number of the net pixels and a number of total pixels in the section or the whole of the conductor layer; and storing the effective thermal conductivity property value on a non-transitory computer-readable medium.
2. The method recited in claim 1 , wherein the computing an effective thermal conductivity property value in the direction comprises: computing an equivalent heat flow thermal conductivity value in the direction for the section or the whole of the conductor layer based on heat flow thermal conductivity values for lines of pixels, each of the lines of pixels extending from one side of the section or the whole of the conductor layer to other side of the section or the whole of the conductor layer in a second direction, the second direction being perpendicular to the direction, the heat flow thermal conductivity value for each of the lines of pixels being determined based on a number of the net pixels in the each of the lines of pixels; and deriving the effective thermal conductivity property value in the direction by averaging the equivalent heat flow thermal conductivity value in the direction and an equivalent volume fraction thermal conductivity value in the direction and then by correcting the averaging result by a flow length correction factor.
3. The method recited in claim 2 , wherein the flow length correction factor is determined by dividing length of the section or the whole of the conductor layer in the direction by an average length of the conductor paths.
4. The method recited in claim 2 , wherein the equivalent volume fraction thermal conductivity value in the direction is computed based on, a conductor thermal conductivity value, an effective isolated thermal conductivity value for the section or the whole of the conductor layer, the number of the net pixels and the number of total pixels in the section or the whole of the conductor layer, the effective isolated thermal conductivity value being determined based on the conductor thermal conductivity value, a dielectric thermal conductivity value, and the number of the isolated pixels and the number of total pixels in the section or the whole of the conductor layer.
5. The method recited in claim 4 , wherein the conductor thermal conductivity value and the dielectric thermal conductivity value are thermal conductivity values for copper and FR-4 (a woven fiberglass cloth impregnated with an epoxy resin), respectively.
6. The method recited in claim 4 , wherein the equivalent volume fraction thermal conductivity value and the heat flow thermal conductivity values for the lines of pixels are determined based a volume fraction approach.
7. One or more non-transitory computer-readable media storing computer-executable instructions for causing one or more processors to perform a method, the method comprising: receiving data of a printed circuit board; creating a pixelized representation for a conductor layer of the printed circuit board based on the data of a printed circuit board, the pixelized representation having two types of pixels: conductor pixels and dielectric pixels; analyzing the pixelized representation to identify conductor paths in a direction, the conductor paths being formed by some or all of the conductor pixels; analyzing the pixelized representation to separate the conductor pixels into net pixels and isolated pixels, the net pixels being pixels on at least one of the conductor paths, and the isolated pixels being pixels on none of the conductor paths; computing an effective thermal conductivity property value in the direction for a section or a whole of the conductor layer based on a number of the isolated pixels, a number of the net pixels and a number of total pixels in the section or the whole of the conductor layer; and storing the effective thermal conductivity property value on a non-transitory computer-readable medium.
8. The one or more non-transitory computer-readable media recited in claim 7 , wherein the computing an effective thermal conductivity property value in the direction comprises: computing an equivalent heat flow thermal conductivity value in the direction for the section or the whole of the conductor layer based on heat flow thermal conductivity values for lines of pixels, each of the lines of pixels extending from one side of the section or the whole of the conductor layer to other side of the section or the whole of the conductor layer in a second direction, the second direction being perpendicular to the direction, the heat flow thermal conductivity value for each of the lines of pixels being determined based on a number of the net pixels in the each of the lines of pixels; and deriving the effective thermal conductivity property value in the direction by averaging the equivalent heat flow thermal conductivity value in the direction and an equivalent volume fraction thermal conductivity value in the direction and then by correcting the averaging result by a flow length correction factor.
9. The one or more non-transitory computer-readable media recited in claim 8 , wherein the flow length correction factor is determined by dividing length of the section or the whole of the conductor layer in the direction by an average length of the conductor paths.
10. The one or more non-transitory computer-readable media recited in claim 8 , wherein the equivalent volume fraction thermal conductivity value in the direction is computed based on, a conductor thermal conductivity value, an effective isolated thermal conductivity value for the section or the whole of the conductor layer, the number of the net pixels and the number of total pixels in the section or the whole of the conductor layer, the effective isolated thermal conductivity value being determined based on the conductor thermal conductivity value, a dielectric thermal conductivity value, and the number of the isolated pixels and the number of total pixels in the section or the whole of the conductor layer.
11. The one or more non-transitory computer-readable media recited in claim 10 , wherein the conductor thermal conductivity value and the dielectric thermal conductivity value are thermal conductivity values for copper and FR-4 (a woven fiberglass cloth impregnated with an epoxy resin), respectively.
12. The one or more non-transitory computer-readable media recited in claim 10 , wherein the equivalent volume fraction thermal conductivity value and the heat flow thermal conductivity values for the lines of pixels are determined based a volume fraction approach.
13. A system, comprising: one or more processors, the one or more processors programmed to perform a method, the method comprising: receiving data of a printed circuit board; creating a pixelized representation for a conductor layer of the printed circuit board based on the data of a printed circuit board, the pixelized representation having two types of pixels: conductor pixels and dielectric pixels; analyzing the pixelized representation to identify conductor paths in a direction, the conductor paths being formed by some or all of the conductor pixels; analyzing the pixelized representation to separate the conductor pixels into net pixels and isolated pixels, the net pixels being pixels on at least one of the conductor paths, and the isolated pixels being pixels on none of the conductor paths; computing an effective thermal conductivity property value in the direction for a section or a whole of the conductor layer based on a number of the isolated pixels, a number of the net pixels and a number of total pixels in the section or the whole of the conductor layer; and storing the effective thermal conductivity property value on a non-transitory computer-readable medium.
14. The system recited in claim 13 , wherein the computing an effective thermal conductivity property value in the direction comprises: computing an equivalent heat flow thermal conductivity value in the direction for the section or the whole of the conductor layer based on heat flow thermal conductivity values for lines of pixels, each of the lines of pixels extending from one side of the section or the whole of the conductor layer to other side of the section or the whole of the conductor layer in a second direction, the second direction being perpendicular to the direction, the heat flow thermal conductivity value for each of the lines of pixels being determined based on a number of the net pixels in the each of the lines of pixels; and deriving the effective thermal conductivity property value in the direction by averaging the equivalent heat flow thermal conductivity value in the direction and an equivalent volume fraction thermal conductivity value in the direction and then by correcting the averaging result by a flow length correction factor.
15. The system recited in claim 14 , wherein the flow length correction factor is determined by dividing length of the section or the whole of the conductor layer in the direction by an average length of the conductor paths.
16. The system recited in claim 14 , wherein the equivalent volume fraction thermal conductivity value in the direction is computed based on, a conductor thermal conductivity value, an effective isolated thermal conductivity value for the section or the whole of the conductor layer, the number of the net pixels and the number of total pixels in the section or the whole of the conductor layer, the effective isolated thermal conductivity value being determined based on the conductor thermal conductivity value, a dielectric thermal conductivity value, and the number of the isolated pixels and the number of total pixels in the section or the whole of the conductor layer.
17. The system recited in claim 16 , wherein the conductor thermal conductivity value and the dielectric thermal conductivity value are thermal conductivity values for copper and FR-4 (a woven fiberglass cloth impregnated with an epoxy resin), respectively.
18. The system recited in claim 16 , wherein the equivalent volume fraction thermal conductivity value and the heat flow thermal conductivity values for the lines of pixels are determined based a volume fraction approach.
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October 11, 2018
July 14, 2020
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